Related Servers

Each tool has a clearly distinct purpose: listing vs. getting details vs. performance reports vs. conversion/leadgen analytics vs. targeting research. Even similar-looking tools like li_get_campaign_performance, li_get_leadgen_form_performance, and li_get_conversion_performance target different metric types and dimensions, so an agent can reliably pick the right one.

All tools follow a consistent snake_case pattern with the li_ prefix and verb-noun structure (list_, get_, search_, compare_). The naming is highly predictable: li_list_* for enumeration, li_get_* for details or reports, and specific modifiers like _performance, _analytics, _insights. No mixed conventions or irregular verbs.

At 19 tools, this is slightly above the typical 3-15 range but still well-justified for the complexity of LinkedIn advertising. Each tool covers a distinct aspect (accounts, campaigns, creatives, performance, demographics, video, conversions, audiences, leadgen, targeting, pacing, comparison) without redundancy. The count feels reasonable for the domain's depth.

The toolset is heavily read/analytics-focused: it covers listing, getting details, and detailed performance/reporting for all major entities, but lacks any create, update, or delete operations for campaigns, creatives, or account settings. For a 'campaign manager' one might expect lifecycle management, but as a monitoring/analytics surface it is fairly complete. The gaps are significant if the intended scope includes editing, but for reporting and optimization analysis it works well.